Meeting the Challenge of Populism to Children’s Rights: The Value of Human Rights Education
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Abstract This article analyses the rise of the new right-wing, nationalistic, xenophobic, and authoritarian populism as a challenge to children’s human rights. Informed by human needs theory, it situates the new populism in the context of globalization, economic grievances, and cultural resentment and backlash against out-groups. Fuelling the rise in support for populism has been growing existential insecurity combined with a lack of effective education on human rights. The outcome, as shown in countries where populism has come into power, has been a threat and an attack on the human rights of children, as described in the UN Convention on the Rights of the Child. An important means of meeting the challenge of populism, we contend, is comprehensive and robust human rights education in schools, underpinned by education on children’s rights. As called for by the UN Committee on the Rights of the Child, children’s rights education needs to be integrated into school curricula, policies, practices, teaching materials, and teacher training. Models of human rights education in schools are available and studies have shown positive results in promoting knowledge, understanding, and support for human rights. As described by the United Nations, through providing education about, through, and for human rights, the ultimate goal—yet to be realized—is to advance a culture of human rights. Such a culture would serve as a counter to populism.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.004 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.004 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it